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Inference in Bayesian Nets

Inference in Bayesian Nets. Objective: calculate posterior prob of a variable x conditioned on evidence Y and marginalizing over Z (unobserved vars) Exact methods: Enumeration Factoring Variable elimination Factor graphs (read 8.4.2-8.4.4 in Bishop, p. 398-411) Belief propagation

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Inference in Bayesian Nets